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docs: remove stale ReDiffuse roadmap state #295
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@@ -32,9 +32,10 @@ scheduler 或 denoising-loss 矩阵。只有出现公开第三方 STL-10 checkpo | |||||
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| ## 2026-05-25 ReDiffuse STL-10 split 与微训练预检 | ||||||
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| 最新决策:ReDiffuse DDPM/STL-10 线路从“仅 split-manifest 线索”升级为 | ||||||
| “可以释放一个有上限 scout 的候选”,但仍不是 membership metric、不是第二资产、 | ||||||
| 也不是 Platform/Runtime 准入证据。 | ||||||
| 历史预检结论:ReDiffuse DDPM/STL-10 线路曾从“仅 split-manifest 线索”升级为 | ||||||
| “可以释放一个有上限 scout 的候选”。该候选已由上方 2026-05-25 bounded scout | ||||||
| 结果覆盖;最新状态是 `active_gpu_question = none`,不是 membership metric、 | ||||||
| 不是第二资产,也不是 Platform/Runtime 准入证据。 | ||||||
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| 已完成的判方向事实: | ||||||
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@@ -52,15 +53,11 @@ scheduler 或 denoising-loss 矩阵。只有出现公开第三方 STL-10 checkpo | |||||
| batch `4` / `20` steps 峰值 `0.833 GB`,batch `64` / `10` steps 峰值 | ||||||
| `4.419 GB`,均未保存 checkpoint、未采样、未产生 MIA 指标。 | ||||||
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| 因此当前 slots 改为: | ||||||
| `active_gpu_question = ReDiffuse DDPM/STL-10 bounded scout`, | ||||||
| `next_gpu_candidate = one bounded STL-10 DDPM pipeline scout only`, | ||||||
| `CPU sidecar = none; split/statistics/resource preflight complete`。 | ||||||
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| 下一步只允许一个带硬上限的 scout:固定 hypothesis、命令、step/时间上限、显存 guard、 | ||||||
| checkpoint/output 位置和停止条件,目标是判断短程 STL-10 DDPM 是否能产生可 score 的 | ||||||
| attack packet。禁止直接跑 full-paper 训练、`800k` step、Tiny-ImageNet 下载、 | ||||||
| Stable Diffusion 下载或同路线超参矩阵。See | ||||||
| 该预检释放过且只释放过一个带硬上限的 scout:固定 hypothesis、命令、step/时间上限、 | ||||||
| 显存 guard、checkpoint/output 位置和停止条件,目标是判断短程 STL-10 DDPM 是否能 | ||||||
| 产生可 score 的 attack packet。这个 scout 已完成且结果随机级,因此禁止直接跑 | ||||||
| full-paper 训练、`800k` step、Tiny-ImageNet 下载、Stable Diffusion 下载或同路线 | ||||||
| 超参矩阵。See | ||||||
| [docs/evidence/rediffuse-stl10-split-and-microtrain-preflight-20260525.md](docs/evidence/rediffuse-stl10-split-and-microtrain-preflight-20260525.md)。 | ||||||
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| ## 2026-05-25 Stable Diffusion ReDiffuse source-label 边界审计 | ||||||
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@@ -122,7 +119,8 @@ target checkpoint、response/feature cache、score packet、ROC CSV 和 metric a | |||||
| 划分清单,附 SHA-256 哈希,以及完整的 DDPM 训练和攻击代码。 | ||||||
| 同时包含 CIFAR-100 和 Tiny-IN 划分清单。没有 checkpoint,但训练代码已包含在内。 | ||||||
| 从零开始在 STL-10 上训练 DDPM 约需 4 GPU-小时(A100),本地 RTX 4070 笔记本约 8-12 小时。 | ||||||
| 这是通往第二数据集面的最清晰路径。 | ||||||
| 2026-05-25 的本地 bounded scout 已证明短程 fixed-timestep denoising-loss 线路随机级, | ||||||
| 所以它不再是当前通往第二数据集面的执行路径。 | ||||||
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| ### 候选晋升评估 | ||||||
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@@ -137,25 +135,26 @@ target checkpoint、response/feature cache、score packet、ROC CSV 和 metric a | |||||
| 正式 6 关合约已保存至 `docs/evidence/second-asset-contract.md`: | ||||||
| Target Identity → Split → Score → Metric → Provenance → Surface Delta。 | ||||||
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| 最可达路径: | ||||||
| 1. **ReDiffuse DDPM/STL-10**:同家族不同数据集。划分清单已存在。约 4 GPU-小时训练。 | ||||||
| 2. **ReDiffuse DDPM/CIFAR-100**:同路径,CIFAR-100 划分也在补充材料中。 | ||||||
| 历史上最可达路径: | ||||||
| 1. **ReDiffuse DDPM/STL-10**:同家族不同数据集。划分清单已存在,但 bounded scout 已关闭该短目标 denoising-loss 线路。 | ||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The term "短目标" is used here, but "短程" (short-range) is used consistently throughout the rest of the document (e.g., lines 20, 57, 122) to describe this specific research path. Using "短程" here would improve terminology consistency.
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| 2. **ReDiffuse DDPM/CIFAR-100**:同路径,CIFAR-100 划分也在补充材料中;没有公开 checkpoint/score packet 前不释放训练。 | ||||||
| 3. **MT-MIA Relational Tabular**:18 个公开 score 包,但需要将范围扩展到表格模态。 | ||||||
| 4. **Tracing the Roots feature-packet**:需要开通灰盒消费通道。 | ||||||
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| ### 决策 | ||||||
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| **立即执行**:下载 ReDiffuse 补充材料,提取 STL-10 划分,开始 CPU 侧预检。 | ||||||
| 若划分语义验证通过,进入有界 GPU 训练。这将为 DiffAudit 提供首个真正的 | ||||||
| 第二数据集面(DDPM/STL-10),具有可验证的第三方划分溯源。 | ||||||
| **2026-05-25 后续修正**:ReDiffuse 补充材料、STL-10 划分、CPU 侧预检和唯一 | ||||||
| bounded scout 已完成。该线路没有形成第二数据集面或准入证据;只有公开第三方 | ||||||
| STL-10 checkpoint/score packet、真正不同的 membership observable,或被明确批准的 | ||||||
| 长训预算与 checkpoint/score 发布合约,才能重新开启。 | ||||||
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| **中期**:决定 Tracing the Roots feature-packet 通道。若是,设计消费合约并准入。 | ||||||
| 若否,作为 Research 侧参考关闭。 | ||||||
| 2026-05-25 修正:feature-packet 通道仅定义为候选合约,Tracing the Roots 不进入现有 | ||||||
| Platform/Runtime 五行 admitted bundle;晋升必须另建 schema、bundle、validator、tests 和产品桥接交接。 | ||||||
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| **ReDiffuse STL-10 路径之外不启动新的 GPU 实验。** | ||||||
| `active_gpu_question = ReDiffuse DDPM/STL-10 preflight` | ||||||
| **当前不启动新的 GPU 实验。** | ||||||
| `active_gpu_question = none`,`next_gpu_candidate = none` | ||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This line is missing the
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| ## 2026-05-23 Lane A Metadata Triage Sync | ||||||
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For consistency with other status updates in this document (e.g., lines 24, 81, 106), it is recommended to include both
active_gpu_questionandnext_gpu_candidateslots here.